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Probabilistic tabu search for makespan minimization discrete-continuous scheduling

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
A problem of scheduling jobs on parallel, identical machines under an additional continuous resource to minimize the makespan is considered. Jobs are non-preemtable and independent, and all are available at the start of the process. The total amount of the continuous resource available at a time is limited, and the resource is a renewable one. Each job simultaneously requires for its processing a machine, and an amount (unknown in advance) of the continuous resource. Processing rate of a job depends on the amount of the resource allotted to this job at a time. The problem is to find a sequence of jobs on machines and, simultaneously, a continuous resource allocation that minimize the makespan. The tabu search metaheuristic is presented to attack the problem. Probabilistic implementations of tabu search are discussed and examined. A computational experiment is described, and the results obtained for the probabilistic version of tabu search are compared to optimal solutions. A few conclusions and final remarks are presented.
Rocznik
Strony
211--222
Opis fizyczny
Bibliogr. 10 poz.
Twórcy
  • Poznań University of Technology, Institute of Computing Science, Piotrowo 3A, 60-965 Poznań, Poland
autor
  • Poznań University of Technology, Institute of Computing Science, Piotrowo 3A, 60-965 Poznań, Poland
autor
  • Poznań University of Technology, Institute of Computing Science, Piotrowo 3A, 60-965 Poznań, Poland
Bibliografia
  • [1] Glover F., Future path for integer programming and links to artificial intelligence, Computers & Operations Research, 13, 1986, 533-549.
  • [2] Glover F., Tabu search - part 1, ORSA Journal of Computing, 1, 1989, 190-206.
  • [3] Glover F., Tabu search - part 2, ORSA Journal of Computing, 2, 1990, 4-32.
  • [4] Glover F., Laguna M., Tabu search, Kluwer Academic Publishers, Norwell, 1997.
  • [5] Glover F., McMillan C., The general employee scheduling problem: an integration of management science and artificial intelligence, Computers and Operations Research, 15(5), 1986, 563-593.
  • [6] Józefowska J., Mika M., Różycki R., Waligóra G., Węglarz J., Local search metaheuristics for some discrete-continuous scheduling problems, European Journal of Operational Research, 107(2), 1998, 354-370.
  • [7] Józefowska J., Waligóra G., Węglarz J., Tabu list management methods for a discrete-continuous scheduling problem, European Journal of Operational Research, 137(2), 2002, 288-302.
  • [8] Józefowska J., Węglarz J., On a methodology for discrete-continuous scheduling, European Journal of Operational Research, 107(2), 1998, 338-353.
  • [9] Lawrence C., Zhou J.L., Tits A.L., Users guide for CFSQP version 2.3 (released August 1995), 1995, available by e-mail: andre@eng.umd.edu.
  • [10] Skorin-Kapov J., Tabu search applied to the quadratic assignment problem, ORSA Journal of Computing, 2, 1990, 33-45.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPP1-0035-0088
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